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Metrics That Matter
Presented by Chris Geoghegan
Who Am I?
● Chris Geoghegan
● Product Manager at Peer Giving Solutions
● Build software for charities
● Advise fundraising consultants
● 13+ Years of Experience as Knowledge Worker
Who Am I?
● Chris Geoghegan
● Product Website: http://peergiving.com
● Charity Blog: http://ideas.peergiving.com
● Twitter: chrisgeoghegan
● Email: chris.geoghegan@peergiving.com
Who Are You?
Vanity
Metrics
Actionable
Metrics
Testing
Frameworks
People Then
Metrics
“There are three kinds of lies:
lies, damned lies, and statistics”
~ Mark Twain
metrics
Not a single thing on this page helps me make good decisions.
VANITY METRICS
Don’t be this guy!
VANITY METRICS ARE DANGEROUS
SO WHAT THEN?
Actionable Metrics
Actionable – Accessible – Auditable
~ Eric Ries
Metrics that matter are actionable.
If they aren’t answering your most important
questions then don’t waste your time.
1. How do you gain or lose revenue?
2. How do you gain or lose customers/supporters?
3. What are key benefits that people are coming to
you for?
HINT: Track the MACRO not the micro
Metrics that matter are accessible.
1. How easy is for any decision maker to gain
access to current reports?
2. How easy is for any decision maker to
understand and act on the metrics?
Metrics that matter are auditable.
Think Scientific Method. Can the metrics be
trusted, verified as accurate, and
reproducible?
Metrics that matter track people.
“Metrics are People too.” ~ Eric Ries
Are you tracking the behavior of smaller, logical
groups of people? Or possibly even
individuals?
Exercise: Identifying Your Key Metrics
1. Determine the 3-5 most important macro
metrics for your organization.
2. Test them against the questions in the
previous slides to make sure they are
actionable and not vanity metrics.
3. Map those metrics to events that can be
tracked. (i.e. visiting a specific page, clicking a
link, filling out a form)
4. Start Tracking
Tools
1. Google Analytics: It’s extremely likely that
your top 5 metrics are going to be either
goals or events.
2. KISS Metrics or MixPanel: Google Analytics
alternatives.
Metric-Based
Decision Frameworks
Funnels, Cohorts, A/B Testing
Funnels
● A series of events that represent a progression
towards some goal
● Identifies how many people move from the
previous event to the next one
● Funnels can represent the macro and the
micro
● Macro Example: User Lifecycle
● Micro Example: Donation form/wizard
AARRR!
AARRR: User Lifecycle Funnel
What’s Most Important Now?
How do people find you?
Do people have a good first experience?
Do people come back?
How do you raise funds?
Do users tell others?
Exercise: What’s Your Lifecycle?
Cohorts
● A group of people
● Share a common characteristic or experience
● Exposed to similar conditions
● Behaviour is tracked
● Compared to other cohorts
Examples of Cohorts
● Before & After Tests
● Time Periods
● Marketing Sources
● Product Versions
● Priming
● Demographic Information
Exercise: Cohorts
● Based on some of the suggestions in the
previous slides what are some relevant
cohorts for your organization you could begin
tracking?
Special Cohort: A/B Testing
● The Gold standard of web metrics
● Usually comparing a hypothesis against an
original
● Big changes, one at a time
● Statistical significance is important!
http://getdatadriven.com/ab-significance-test
● Ballpark = 100 conversions
Tools
● Google Analytics
● Funnels, but a bit limiting
● A/B with “Content Experiments”
● “Advanced Segments” can provide some help
● KISS Metrics & Mix Panel are optimized for
this sort of thing
Q: WHAT DO I TEST?
A: TALK TO PEOPLE
How to Talk to People
● Usability Tests
● Interviews
● Surveys
● Focus Groups
QUALITATIVE THEN QUANTITATIVE
Exercise: Put it All Together
1. Talk to people
2. Develop a hypothesis based on these
conversations
3. Identify the relevant macro-actionable
metrics
4. Design an experiment using cohorts and
funnels
5. Start tracking
Resources
● Google Analytics
● Setting up goals: http://analytics.blogspot.ca/2009/05/how-to-setup-goals-in-google-
analytics.html
● Setting up funnels: http://blog.kissmetrics.com/conversion-funnel-survival-guide/
● Setting up Cohorts: http://blog.rjmetrics.com/the-best-method-for-cohort-analysis-in-
google-analytics/
● A/B Testing: http://support.google.com/analytics/bin/answer.py?
hl=en&answer=1745147
● KISS Metrics & Mix Panel
● Their documentation site explains how to setup events, metrics, funnels, cohorts, and
run A/B tests
● http://support.kissmetrics.com/
● https://mixpanel.com/docs
● Usability Testing & Interviews
● http://www.amazon.ca/Rocket-Surgery-Made-Easy-Do-It-Yourself/dp/0321657292
Thank You!
● Chris Geoghegan
● Product Website: http://peergiving.com
● Charity Blog: http://ideas.peergiving.com
● Twitter: chrisgeoghegan
● Email: chris.geoghegan@peergiving.com
● SlideShare: http://bit.ly/MetricsThatMatter

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Metrics That Matter With Chris Geoghegan

  • 1. Metrics That Matter Presented by Chris Geoghegan
  • 2. Who Am I? ● Chris Geoghegan ● Product Manager at Peer Giving Solutions ● Build software for charities ● Advise fundraising consultants ● 13+ Years of Experience as Knowledge Worker
  • 3. Who Am I? ● Chris Geoghegan ● Product Website: http://peergiving.com ● Charity Blog: http://ideas.peergiving.com ● Twitter: chrisgeoghegan ● Email: chris.geoghegan@peergiving.com
  • 6. “There are three kinds of lies: lies, damned lies, and statistics” ~ Mark Twain metrics
  • 7.
  • 8. Not a single thing on this page helps me make good decisions.
  • 10. VANITY METRICS ARE DANGEROUS
  • 12. Actionable Metrics Actionable – Accessible – Auditable ~ Eric Ries
  • 13. Metrics that matter are actionable. If they aren’t answering your most important questions then don’t waste your time. 1. How do you gain or lose revenue? 2. How do you gain or lose customers/supporters? 3. What are key benefits that people are coming to you for? HINT: Track the MACRO not the micro
  • 14. Metrics that matter are accessible. 1. How easy is for any decision maker to gain access to current reports? 2. How easy is for any decision maker to understand and act on the metrics?
  • 15. Metrics that matter are auditable. Think Scientific Method. Can the metrics be trusted, verified as accurate, and reproducible?
  • 16. Metrics that matter track people. “Metrics are People too.” ~ Eric Ries Are you tracking the behavior of smaller, logical groups of people? Or possibly even individuals?
  • 17. Exercise: Identifying Your Key Metrics 1. Determine the 3-5 most important macro metrics for your organization. 2. Test them against the questions in the previous slides to make sure they are actionable and not vanity metrics. 3. Map those metrics to events that can be tracked. (i.e. visiting a specific page, clicking a link, filling out a form) 4. Start Tracking
  • 18. Tools 1. Google Analytics: It’s extremely likely that your top 5 metrics are going to be either goals or events. 2. KISS Metrics or MixPanel: Google Analytics alternatives.
  • 20. Funnels ● A series of events that represent a progression towards some goal ● Identifies how many people move from the previous event to the next one ● Funnels can represent the macro and the micro ● Macro Example: User Lifecycle ● Micro Example: Donation form/wizard
  • 23. What’s Most Important Now? How do people find you? Do people have a good first experience? Do people come back? How do you raise funds? Do users tell others?
  • 25. Cohorts ● A group of people ● Share a common characteristic or experience ● Exposed to similar conditions ● Behaviour is tracked ● Compared to other cohorts
  • 26. Examples of Cohorts ● Before & After Tests ● Time Periods ● Marketing Sources ● Product Versions ● Priming ● Demographic Information
  • 27. Exercise: Cohorts ● Based on some of the suggestions in the previous slides what are some relevant cohorts for your organization you could begin tracking?
  • 28. Special Cohort: A/B Testing ● The Gold standard of web metrics ● Usually comparing a hypothesis against an original ● Big changes, one at a time ● Statistical significance is important! http://getdatadriven.com/ab-significance-test ● Ballpark = 100 conversions
  • 29. Tools ● Google Analytics ● Funnels, but a bit limiting ● A/B with “Content Experiments” ● “Advanced Segments” can provide some help ● KISS Metrics & Mix Panel are optimized for this sort of thing
  • 30. Q: WHAT DO I TEST?
  • 31. A: TALK TO PEOPLE
  • 32. How to Talk to People ● Usability Tests ● Interviews ● Surveys ● Focus Groups
  • 34. Exercise: Put it All Together 1. Talk to people 2. Develop a hypothesis based on these conversations 3. Identify the relevant macro-actionable metrics 4. Design an experiment using cohorts and funnels 5. Start tracking
  • 35. Resources ● Google Analytics ● Setting up goals: http://analytics.blogspot.ca/2009/05/how-to-setup-goals-in-google- analytics.html ● Setting up funnels: http://blog.kissmetrics.com/conversion-funnel-survival-guide/ ● Setting up Cohorts: http://blog.rjmetrics.com/the-best-method-for-cohort-analysis-in- google-analytics/ ● A/B Testing: http://support.google.com/analytics/bin/answer.py? hl=en&answer=1745147 ● KISS Metrics & Mix Panel ● Their documentation site explains how to setup events, metrics, funnels, cohorts, and run A/B tests ● http://support.kissmetrics.com/ ● https://mixpanel.com/docs ● Usability Testing & Interviews ● http://www.amazon.ca/Rocket-Surgery-Made-Easy-Do-It-Yourself/dp/0321657292
  • 36. Thank You! ● Chris Geoghegan ● Product Website: http://peergiving.com ● Charity Blog: http://ideas.peergiving.com ● Twitter: chrisgeoghegan ● Email: chris.geoghegan@peergiving.com ● SlideShare: http://bit.ly/MetricsThatMatter